ml-fastvit vs lida

ml-fastvit

This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023 (by apple)

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lida

Automatic Generation of Visualizations and Infographics using Large Language Models (by microsoft)

Datavisualization llm openai Visualization

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microsoft.github.io

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ml-fastvit		lida
	Project
4	Mentions	6
1,747	Stars	2,443
1.5%	Growth	5.0%
2.0	Activity	8.6
6 months ago	Latest Commit	about 1 month ago
Python	Language	Jupyter Notebook
GNU General Public License v3.0 or later	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

ml-fastvit

Posts with mentions or reviews of ml-fastvit. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-21.

FLaNK Stack Weekly for 21 August 2023
18 projects | dev.to | 21 Aug 2023
FastViT: A Fast Hybrid Vision Transformer Using Structural Reparameterization
1 project | news.ycombinator.com | 16 Aug 2023

1 project | news.ycombinator.com | 15 Aug 2023

1 project | news.ycombinator.com | 15 Aug 2023

lida

Posts with mentions or reviews of lida. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-16.

Yes, Python and Matplotlib can make pretty charts
3 projects | news.ycombinator.com | 16 Apr 2024
📈 Data-driven strategy automation w/ LIDA
1 project | dev.to | 2 Apr 2024
Automatic Generation of Visualizations and Infographics with LLMs
3 projects | news.ycombinator.com | 29 Aug 2023

YOU MUST ALWAYS return code using the provided code template. DO NOT add notes or explanations." (https://github.com/microsoft/lida/blob/main/lida/components/...)
They prompted that things MUST be correct in their prompts and it reports any transformations it does to your data, it might give you some insight into its logic to test yourself against the data.
FLaNK Stack Weekly for 21 August 2023
18 projects | dev.to | 21 Aug 2023
LIDA – A library (and UI) for automatic generation of visualizations using LLMs
1 project | news.ycombinator.com | 17 Aug 2023

What are some alternatives?

When comparing ml-fastvit and lida you can also consider the following projects:

poozle - A single API for product integrations

FLaNK-HuggingFace-BLOOM-LLM - https://huggingface.co/bigscience/bloom into NiFi

opendream - An extensible, easy-to-use, and portable diffusion web UI 👨‍🎨

llama2-chatbot - LLaMA v2 Chatbot

IncognitoPilot - An AI code interpreter for sensitive data, powered by GPT-4 or Code Llama / Llama 2.

fin-llama - LLAMA specialized on finance

LLM-Training-Puzzles - What would you do with 1000 H100s...

lorahub - The official repository of paper "LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition".

ai-town - A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.

node-gtfs-realtime - Download GTFS-Realtime data as JSON. npx gtfs-realtime <url>